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Case Studies · Selected work

Shipped work across GIS, market research and product.

A selection of geospatial, market-research and startup engagements spanning telecoms, housing, finance and digital infrastructure.

Proptech · FintechSlas Technologies

SlasProp + SlasPay: one rail for land and money

An infrastructure layer that maps the parcel, verifies the rights and moves the money on rails governments, banks and diaspora buyers can trust.

Stakeholder groups
4
Layers unified
Asset + Money
Competitive IntelligenceBharti Airtel Nigeria

A competitive "War Room" for a national telecom operator

A Tableau command centre ingesting competitor performance, customer metrics and location-level signals to show where each operator was strong or weak.

Operators tracked
4
Output
Region-level play
Geospatial AnalyticsBharti Airtel

GIS-driven market opportunity analysis for network expansion

Suitability analysis blending population, income, economic hubs and road networks to rank where demand, low competition and access intersect.

Method
Suitability model
Output
Ranked markets
Geospatial AnalyticsMobile network operator (Nigeria)

Spatial analysis of mobile network coverage and expansion in Nigeria

Coverage, usage and expansion opportunity mapped nationwide from census, LandScan, NBS indicators and operator-level network traffic.

Coverage
Nationwide
Granularity
State + LGA
Geospatial AnalyticsMobile network operator (Nigeria)

Network-wide customer satisfaction, told as a Story Map

Interactive Story Maps visualising satisfaction across regions — coverage, voice/data quality, care, pricing and network of choice.

Dimensions
6
View
Executive, spatial
Location IntelligenceZain · Bharti Airtel

Choosing the right locations with Python and location intelligence

POI, shop attributes and demographics clustered to place customer-care shops, retail outlets and sales teams where they would perform.

Use case
Retail + sales siting
Reach
Nationwide
Market ResearchBharti Airtel Nigeria

A nationwide customer satisfaction survey for a telecom leader

A national CSAT study across product quality, service, support, pricing and loyalty — with a clear, prioritised improvement roadmap.

Headline CSAT
8.7 / 10
Scope
Nationwide